CI/CD

Interactive selector and router for architecture paradigms. Triggers: architecture selection, pattern comparison, system design, ADR creation, architecture decision, paradigm evaluation, new system architecture, architecture planning, which architecture, compare architectures Use when: selecting architecture patterns for new systems, comparing paradigm trade-offs, creating architecture decision records, evaluating architecture fit for team size and domain complexity, planning implementation roadmaps DO NOT use when: implementing a specific known paradigm - use the specific architecture-paradigm-* skill (hexagonal, layered, microservices, etc.) instead. DO NOT use when: reviewing existing architecture - use architecture-review instead. Use this skill BEFORE making architecture decisions. Check even if unsure about needs.

Reduce context usage with MECW principles (keep under 50% of total window).Triggers: context pressure, token usage, MECW, context window, optimization,decomposition, workflow splitting, context management, token optimizationUse when: context usage approaches 50% of window, tasks need decomposition,complex multi-step operations planned, context pressure is highDO NOT use when: simple single-step tasks with low context usage.DO NOT use when: already using mcp-code-execution for tool chains.Use this skill BEFORE starting complex tasks. Check context levels proactively.

Master Python asyncio, concurrent programming, and async/await patternsfor high-performance applications.Triggers: asyncio, async/await, coroutines, concurrent programming, async API,I/O-bound, websockets, background tasks, semaphores, async context managersUse when: building async APIs, concurrent systems, I/O-bound applications,implementing rate limiting, async context managersDO NOT use when: CPU-bound optimization - use python-performance instead.DO NOT use when: testing async code - use python-testing async module.Consult this skill for async Python patterns and concurrency.

Shared infrastructure and patterns for sanctum git/workspace skills.Triggers: sanctum patterns, todowrite patterns, git commands, output templates,sanctum infrastructure, shared patterns, git conventionsUse when: developing new sanctum skills, refactoring existing skills,ensuring consistency across sanctum workflows, referencing standard patternsDO NOT use directly: this skill is infrastructure for other sanctum skills.Provides reusable patterns consumed by all sanctum git and workspace skills.

Process external resources into actionable knowledge with evaluation, storage, and application decisions.Triggers: knowledge intake, article evaluation, paper review, external resourceUse when: user shares links to articles, papers, or external resourcesDO NOT use when: searching existing knowledge - use knowledge-locator.

Transform specifications into structured implementation plans with architecture design and task breakdown

Analyze and enhance Makefiles for complete user functionality coverage.Triggers: Makefile analysis, Makefile gaps, missing targets, plugin release,Makefile coverage, build targets, make dogfood, plugin qualityUse when: analyzing Makefile completeness before releasing plugins, identifyinggaps during plugin maintenance, scoring Makefiles against best practices,verifying Makefiles support standard developer workflowsDO NOT use when: writing initial Makefiles from scratch.DO NOT use when: debugging specific build target failures.DO NOT use when: creating custom non-standard build systems.Use this skill BEFORE releasing any plugin to verify Makefile coverage.

Skill in automating software deployment pipelines and managing cloud infrastructure for scalable, reliable systems.

The practice of restructuring and simplifying code continuously – reducing complexity, improving design, and keeping codebases clean.

Creates syntactically correct mermaid diagrams (flowchart, sequenceDiagram, classDiagram, stateDiagram, erDiagram, gantt, mindmap) following official specifications. Prevents common errors like special characters in labels, subgraph syntax, note misuse, and reserved words. Use when creating or editing mermaid diagrams in documentation or design files.

GitHub Spec-Kit integration for constitution-based spec-driven development. 7-phase workflow (constitution, specify, clarify, plan, tasks, analyze, implement). Use when working with spec-kit CLI, .specify/ directories, or creating specifications with constitution-driven development. Triggered by "spec-kit", "speckit", "constitution", "specify", references to .specify/ directory, or spec-kit commands.

Sets up a Mac for ButterCut. Installs all required dependencies (Homebrew, Ruby, Python, FFmpeg, WhisperX). Use when user says "install buttercut", "set up my mac", "get started", "first time setup", "install dependencies" or "check my installation".

Performance optimization guidelines for Splitrail. Use when optimizing parsing, reducing memory usage, or improving throughput.

Guide for updating model pricing in Splitrail. Use when adding new AI model costs or updating existing pricing data.

Generate images using Nano Banana Pro (Gemini 3 Pro Preview). Use when creating app icons, logos, UI graphics, marketing banners, social media images, illustrations, diagrams, or any visual assets. Supports reference images for style transfer and character consistency. Triggers include phrases like 'generate an image', 'create a graphic', 'make an icon', 'design a logo', 'create a banner', 'same style as', 'keep the style', or any request needing visual content.

Use bdg CLI for browser automation via Chrome DevTools Protocol. Provides direct CDP access (60+ domains, 300+ methods) for DOM queries, navigation, screenshots, network control, and JavaScript execution. Use this skill when you need to automate browsers, scrape dynamic content, or interact with web pages programmatically.

Expert-level Home Assistant configuration management with efficient deployment workflows (git and rapid scp iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log analysis, reload vs restart optimization, and comprehensive Lovelace dashboard management for tablet-optimized UIs. Includes template patterns, card types, debugging strategies, and real-world examples.

Expert assistant for using litdb - a literature and document database for scientific research

Use when starting infrastructure, testing, deployment, or framework-specific tasks - automatically searches PRPM registry for relevant expertise packages and suggests installation to enhance capabilities for the current task

Create and manage database migrations with reversible changes, proper naming conventions, and zero-downtime deployment strategies. Use this skill when creating database migration files, modifying schema, adding or removing tables/columns, managing indexes, or handling data migrations. Apply when working with migration files (e.g., db/migrate/, migrations/, alembic/, sequelize migrations), schema changes, database versioning, rollback implementations, or when you need to ensure backwards compatibility during deployments. Use for any task involving database structure changes, index creation, constraint modifications, or data transformation scripts.